Multi-response Optimization of WEDM Parameters Using an Integrated Approach of RSM–GRA Analysis for Pure Titanium

被引:58
作者
Chaudhari R. [1 ]
Vora J. [1 ]
Parikh D.M. [2 ]
Wankhede V. [2 ]
Khanna S. [3 ]
机构
[1] Department of Mechanical Engineering, Pandit Deendayal Petroleum University, Gandhinagar
[2] Department of Industrial Engineering, Pandit Deendayal Petroleum University, Gandhinagar
[3] Department of Solar Energy, Pandit Deendayal Petroleum University, Gandhinagar
关键词
ANOVA; Grey relational analysis; Pure titanium; RSM; SEM; WEDM;
D O I
10.1007/s40033-020-00204-7
中图分类号
学科分类号
摘要
Wire electrical discharge machining is widely used in the application where precision is of prime importance, especially for conductive materials. In this study, central composite design of response surface methodology is implemented to design the experiments for optimization of WEDM process parameter on pure titanium. The identified input process variables are pulse on time (Ton), discharge current and pulse off time (Toff), while surface roughness and material removal rate are the output variables. ANOVA was used to study significance and non-significance factors. Grey relational analysis has been used for obtaining an optimal parameter setting for WEDM process to maximize the cutting rate while reducing surface roughness for pure titanium, which is the most preferred material for aerospace and biomedical application. The optimized process parameters were found at Ton of 6 µs, Toff of 4 µs and discharge current of 6 A after implementing GRA technique. A very close relation has been obtained at an optimal condition using GRA after the validation trial. © 2020, The Institution of Engineers (India).
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页码:117 / 126
页数:9
相关论文
共 17 条
[11]  
Tamang S., Natarajan N., Chandrasekaran M., Optimization of EDM process in machining micro holes for improvement of hole quality, J. Braz. Soc. Mech. Sci. Eng., 39, 4, pp. 1277-1287, (2017)
[12]  
Mohanty P.U.R.E., Mahapatra S.S., Singh M.R., An experimental investigation of machinability of Inconel 718 in electrical discharge machining, Procedia Mater. Sci., 6, pp. 605-611, (2014)
[13]  
Sultan T., Kumar A., Gupta R.D., Material removal rate, electrode wear rate, and surface roughness evaluation in die sinking EDM with hollow tool through response surface methodology, Int. J. Manuf. Eng., 2014, (2014)
[14]  
Kuppan P., Rajadurai A., Narayanan S., Influence of EDM process parameters in deep hole drilling of Inconel 718, Int. J. Adv. Manuf. Technol., 38, 1-2, pp. 74-84, (2008)
[15]  
Julong D., Introduction to grey system theory, J. Grey Syst., 1, 1, pp. 1-24, (1989)
[16]  
Rathi P., Et al., Multi-response Optimization of Ni 55.8 Ti Shape Memory Alloy Using Taguchi–Grey Relational Analysis Approach, Recent Advances in Mechanical Infrastructure, pp. 13-23, (2020)
[17]  
Chaurasia A., Wankhede V., R. Chaudhari, Experimental Investigation of High-Speed Turning of INCONEL 718 Using PVD-Coated Carbide Tool Under Wet Condition, Innovations in Infrastructure, pp. 367-374, (2019)